Shravanth VenkateshGenAI from demo to production.Unit economics included.
Cloud Solutions Architect shipping Bedrock RAG and agentic platforms: multi-tenant isolation, model cost analysis across Claude, Nova, and Titan, zero idle compute.
Real systems, real constraints: the bottleneck, the architecture that solved it, and a deployment you can verify
Agentic AI · Accessibility
Aura Learning Studio
System Bottleneck
Multi-modal content (audio, PDF, video) had to become dyslexia-friendly flashcards in under 30 seconds, synchronously, with hard tenant isolation and zero idle compute to keep unit economics viable.
35M+ Medi-Cal beneficiaries, a state accessibility mandate, 115 required languages, and a Largest Contentful Paint that had to drop 90% on a live production portal.
Lead and organize Bay Area AWS community events. Co-host of AWS Community Day Bay Area AI Edition (October 13, 2026) and lead of its two-week Agentic AI Hackathon.
AI Edition · October 13, 2026 · AWS Builder Loft, San Francisco
Co-host of the AI Edition: a full day of builder-led talks on agents, Bedrock AgentCore, and production AI, with 200+ builders, two afternoon tracks, a student showcase, and the hackathon finals on the main stage.
Two weeks · Sep 29 to Oct 13, 2026 · Finals live on the Community Day main stage
Designed and ran the program end to end: challenge, rules, judging rubric, and participant experience. 88 registered builders, teams of up to 4, 8 finalist teams demoing live, $3,200 in AWS credits for the winners.
Presented the Aura Learning agentic AI architecture with a live demo: Bedrock AgentCore, RAG design decisions, and serverless cost patterns.
Speaker
GraphQLConf 2026
May 2026
Presented with Harpreet Siddhu on GraphQL performance and cost patterns in production serverless architectures.
Volunteer Lead
AWS Community Day Bay Area 2026
Security Edition · April 2026
Volunteer lead managing the keynote segment at the Computer History Museum.
Technical Skills
Technical Expertise
AI / ML
AWS Bedrock
Amazon Nova
Strands SDK
RAG Pipelines
Knowledge Bases
OpenSearch Serverless
FAISS
S3 Vectors
Amazon Transcribe
Bedrock AgentCore
Bedrock Guardrails
MCP (HTTP + SSE)
Prompt Engineering
Claude Code
Cloud Technologies (AWS)
EC2
S3
Lambda
CloudFront
Lambda@Edge
CloudFormation
VPC
RDS
DynamoDB
Route 53
API Gateway
CloudWatch
IAM
WAF
SNS / SQS
Step Functions
EventBridge
Aurora
Firehose
CodePipeline
CodeBuild
CloudTrail
ECS
CDK
Secrets Manager
KMS
Parameter Store
Terraform
Frontend Development
React.js
Redux
TypeScript
GraphQL
Material UI
JavaScript (ES6+)
HTML5
CSS3
Webpack
Babel
Angular
Backend & Programming
Node.js
Python
Express.js
RESTful APIs
gRPC
Kafka
SQL / NoSQL
DevOps & Tools
Git
CI/CD
Jenkins
GitHub Actions
Dynatrace
New Relic
Sumo Logic
Okta
SnapLogic
Jira
Kubernetes
Docker
Measurable Impact
Key Achievements
Delivering exceptional business outcomes through innovative cloud solutions and architectural excellence
35M+ Beneficiaries
Medi-CalRx Portal Leadership
SME for the medi-calrx.dhcs.ca.gov member portal serving 35M+ California beneficiaries; designed sub-100ms contact-center routing (DynamoDB edge caching, EventBridge async sync) that held through 10x open enrollment traffic spikes
LeadershipHigh AvailabilityLarge Scale
60M+ Members Served
React.js Application Portfolio
Technical lead for React web applications serving 60M+ members across 12+ state Medicaid programs; reusable front-end and API patterns across state programs without rebuild-per-state
ArchitectureScaleFrontend
600+ Apps Governed
AWS Migration Architecture
Led the Magellan-to-Prime migration of 6 business-critical applications to AWS with CDC-based data migration, and established reference architectures adopted by 60+ teams across 600+ applications
Cloud MigrationAWS
8 Engineers Led
FirstRx Platform Leadership
Led a team of 8 engineers on the FirstRx platform, partnering with product, compliance, and client stakeholders from pre-sales scoping through production handoff
LeadershipPre-sales to Production
$2M/yr AWS Savings
Cloud Infrastructure Savings
Re-architected web delivery onto CloudFront, S3, and Lambda@Edge, cutting page loads from 9-10 seconds to 1-2 seconds and reducing AWS spend by $2M per year
PerformanceOptimization
60% Faster Buildout
Migration Acceleration
Cut application buildout time by 60% through standardized reference architectures, migration runbooks, and automation adopted across the estate
AutomationEfficiency
99.999% Uptime
High Availability & Reliability
Maintained exceptional system reliability through robust architecture, disaster recovery planning for 4 core services, and proactive monitoring strategies
ReliabilityDR Planning
250 Pipelines Standardized
CI/CD Modernization
Led CI/CD modernization from Jenkins to AWS CodePipeline across 250 projects, standardizing build and deployment patterns organization-wide
DevOpsAutomation
1 of 220
Wipro AI Champion & AI Council
Selected as a Wipro AI Champion (one of 220 across Wipro) and member of the AI Council shaping the firm's strategy for the AI-enabled engineer, including Factory.ai and Harness.ai adoption and a roadmap for agents at scale
AI StrategyLeadership
Who I Am
About Me
Cloud Solutions Architect with 8+ years designing, building, and operating AWS systems in regulated industries: healthcare and financial services.
Currently a senior solutions architect on a top-5 U.S. commercial bank's AWS migration and modernization program (80+ TB data migration, SQL Server to RDS, internal and customer-facing portals, mainframe-to-cloud coexistence), and a Wipro AI Council member and AI Champion (one of 220) shaping the firm's AI-enabled engineering strategy.
Before that: reference architectures adopted by 60+ teams across 600+ applications, teams led to 99.999% uptime, AWS spend cut by $2M per year, and architecture for systems serving 35M+ Medi-Cal beneficiaries under HIPAA and HITRUST.
Outside work I lead the AWS User Group Bay Area, co-host AWS Community Day Bay Area AI Edition (October 13, 2026) and its two-week Agentic AI Hackathon, and build Aura Learning Studio, a free agentic AI accessibility platform on a fully serverless AWS stack.
AWS User Group Leader, Bay Area
Co-host, AWS Community Day Bay Area AI Edition · Lead of its 88-builder Agentic AI Hackathon · Speaker at AWS User Group and GraphQLConf 2026
Certified Expert
AWS Solutions Architect, Bedrock AgentCore, Google Build with Gemini, CEH
Team Leadership
Led teams of up to 8 engineers
AI/ML Specialist
Bedrock, RAG pipelines, Agentic architectures
San Mateo, CA
Career Journey
Professional Experience
Senior Solutions Architect
Wipro · Client: Top-5 U.S. Bank · Cupertino, CA (Hybrid)
Aug 2026 – Present
Senior solutions architect on the client's AWS migration and modernization program (80+ TB data migration, multiple SQL Server to Amazon RDS migrations), owning architecture for internal and customer-facing web portals, including portals used daily by bank branches nationwide, Snowflake data workloads, and the mainframe-to-cloud coexistence workstream.
Assess the existing AWS landscape to set scope, assumptions, dependencies, and reuse-versus-net-new decisions; lead architecture workshops and present designs and tradeoffs to senior technical and business stakeholders.
Operate under bank-grade security and compliance controls: least-privilege IAM, encryption, private networking, auditability, and PII handling across regulated workloads.
Lead the offshore engineering team on the engagement (cloud engineers, DevOps engineers, AWS architects) and own technical hiring in an onshore-offshore Agile model.
Selected as a Wipro AI Champion (one of 220 across Wipro) and member of Wipro's AI Council, helping shape the firm's strategy for the AI-enabled next-generation engineer, including adoption of Factory.ai and Harness.ai; shaping the engagement's roadmap for agents at scale, planned for Q1 2027.
Solutions Architect
Mphasis · Remote
May 2026 – Jul 2026
Provided solution architecture and delivery guidance for cloud application workstreams across onshore and offshore teams during a short-term engagement.
Cloud Solutions Architect / Principal Engineer
Prime Therapeutics · Remote
May 2023 – Apr 2026
Led an 8-engineer team on the FirstRx pharmacy benefits platform, achieving 99.999% uptime on the services the team owned through event-driven re-architecture (EventBridge, Step Functions, SQS, Lambda).
Established reference architectures and cloud governance adopted by 60+ engineering teams across 600+ applications, cutting application buildout time by 60%.
Led the Magellan-to-Prime migration of 6 business-critical applications from on-prem to AWS (2023), re-architecting for cloud-native patterns with CDC-based data migration, schema translation, and reconciliation discipline.
Led CI/CD modernization across 250 projects from Jenkins to AWS CodePipeline with standardized templates, baked-in security scanning, and self-service enablement.
SME for the Medi-Cal Rx member portal serving 35M+ California beneficiaries; designed sub-100ms contact-center routing (DynamoDB edge caching, EventBridge async sync) that held through 10x open enrollment traffic spikes.
Ran architecture reviews and office hours as the bridge between application teams and platform standards under HIPAA and HITRUST.
Consulting Engineer
Magellan Rx Management · Remote
Jul 2020 – May 2023
Technical lead for React web applications serving 60M+ members across 12+ state Medicaid programs; client-facing technical voice to state agency IT, compliance, and business stakeholders.
Re-architected web delivery onto CloudFront, S3, and Lambda@Edge, cutting page loads from 9-10 seconds to 1-2 seconds and reducing AWS spend by $2M per year.
Standardized reusable front-end and API patterns across state programs without rebuild-per-state. Mentored 9 engineers.
Founding Full-Stack Engineer
IOTsquare Software and Tech · Remote
Jun 2018 – Jan 2020
Built a healthcare product from zero to production on AWS: React front end, Node.js and Python REST APIs, third-party integrations.
React.js Developer
Cartoon Mango · Bengaluru, India
Feb 2018 – Jun 2018
Built LEAP, a drag-and-drop web front-end builder for telecom operator integrations, on a team of 5.
Strategic Leadership
Leadership & Architecture Highlights
AWS User Group Leader, Bay Area
Lead and organize Bay Area AWS community events; co-host of AWS Community Day Bay Area AI Edition (October 13, 2026) and lead of its two-week Agentic AI Hackathon
AWS User Group Leader, Bay Area (2026 - Present)
Co-host, AWS Community Day Bay Area AI Edition (Oct 13, 2026, 200+ builders)
Agentic AI Hackathon lead: 88 builders, 8 finalist teams, $3,200 in AWS credits
Engineering Team Leadership
Leading engineering teams from 6 to 8 engineers, and currently Wipro's offshore program team of senior cloud engineers, DevOps engineers, and AWS architects for a top-5 U.S. bank
Lead Wipro offshore engineering team on bank cloud modernization (current)
Own hiring and interviewing for senior cloud engineer and AWS architect roles
Led 8 engineers on FirstRx and 6 engineers on the Medi-Cal Rx portal
Bank Migration & Modernization
Architecture owner on a top-5 U.S. bank's AWS program: 80+ TB data migration, SQL Server to Amazon RDS, internal and customer-facing portals used daily by branches nationwide, Snowflake workloads, and mainframe-to-cloud coexistence
80+ TB data migration, multiple SQL Server to RDS migrations
Architecture workshops and tradeoff reviews with senior stakeholders
Architected and implemented enterprise-grade mTLS security implementation for services across 5 teams, ensuring secure client communications
mTLS implementation across 5 teams
Certified Ethical Hacker (CEH)
Security-first architecture approach
Enterprise Cloud Patterns
Established cloud governance, reference architectures, and migration runbooks adopted by 60+ teams across 600+ applications, cutting application buildout time by 60%
Governance adopted across 600+ applications
60+ teams adopted the reference architectures
60% faster application buildout
Disaster Recovery Strategy
Designed multi-region disaster recovery strategies across core services, meeting RTO/RPO targets for regulated workloads
DR strategies for 4 core services
RTO/RPO targets met for regulated workloads
High availability planning
Observability Migration
Architected migration from Sumologic and New Relic to Dynatrace for enhanced log metrics, analysis, and comprehensive system observability
Centralized observability platform
Enhanced monitoring & alerting
Improved incident response
CI/CD Transformation
Led CI/CD modernization from Jenkins to AWS CodePipeline across 250 projects, standardizing build and deployment patterns across the organization
Whether you're looking for a solutions architect to lead transformative cloud initiatives, or seeking technical leadership for complex engineering challenges, let's discuss how my expertise can drive value for your organization.
AWS User Group Leader · Bay Area
